Dvclive

💣 Breaking Changes

- Dropped Python 3.7 support.

- `report` default mode is not `auto`. `html` will be used unless `CI` env var is set, which will use `md`.

To always use `html` (default before this release), you must explicitly pass `report="html"`.

What's Changed

* drop Python 3.7 by daavoo in https://github.com/iterative/dvclive/pull/269
* project: upgrade dvc-render by pared in https://github.com/iterative/dvclive/pull/270
* report: Introduce `markdown` support. by daavoo in https://github.com/iterative/dvclive/pull/266


**Full Changelog**: https://github.com/iterative/dvclive/compare/0.9.0...0.10.0

This will generate a metrics history file at `dvclive/plots/metrics/train/epoch/acc.tsv` with the field `acc`. Previously, the field would be `train/epoch/acc`, duplicating the path name and resulting in lengthy plots legends.

Before:


After:



**Full Changelog**: https://github.com/iterative/dvclive/compare/1.4.0...2.0.0

💣 Breaking Changes

Standardize names of logged metrics across frameworks using a format that is more convenient for our UIs (Studio, VScode)

Fast.ai

diff
train/loss
- valid/loss
+ eval/loss


HuggingFace

diff
- train_loss
+ train/loss
- eval_loss
+ eval/loss


Keras

diff
- loss
+ train/loss
- val_loss
+ eval/loss


PyTorch Lightning

diff
- train_loss_step
+ train/step/loss
- eval_loss_step
+ eval/step/loss


What's Changed

* setup: Add `license` and `license_files` by daavoo in https://github.com/iterative/dvclive/pull/258
* integrations: Standardize metric name to group under subfolders. by daavoo in https://github.com/iterative/dvclive/pull/259


**Full Changelog**: https://github.com/iterative/dvclive/compare/0.8.2...0.9.0

What's Changed
* data: scalar: Accept numpy scalars. by daavoo in https://github.com/iterative/dvclive/pull/254


**Full Changelog**: https://github.com/iterative/dvclive/compare/0.8.1...0.8.2

What's Changed
* lightning: Updates for pytorch_lightning>=1.6 by daavoo in https://github.com/iterative/dvclive/pull/256


**Full Changelog**: https://github.com/iterative/dvclive/compare/0.8.0...0.8.1

with Live() as live:
live.log_sklearn_plot(
"roc", y_true, y_score,
These properties are new
title="Custom Title for ROC Curve",
x_label="False Positive Rate",
y_label="True Positive Rate")


What's Changed
* only log from dvclive by dberenbaum in https://github.com/iterative/dvclive/pull/541
* [pre-commit.ci] pre-commit autoupdate by pre-commit-ci in https://github.com/iterative/dvclive/pull/544
* setup: Use ranges for test dependencies. by daavoo in https://github.com/iterative/dvclive/pull/545
* live: Add `log_plot`. by daavoo in https://github.com/iterative/dvclive/pull/543


**Full Changelog**: https://github.com/iterative/dvclive/compare/2.7.0...2.8.0#